Canonical page: https://www.kuudo.com/features/amazon-selling-partner-mcp/ Built directly on the official Selling Partner API # Run Seller Central from your AI with the Amazon Selling Partner MCP. Connect Claude, ChatGPT or Cursor to Seller Central through an Amazon Seller Central MCP server built directly on the official Selling Partner API (SP-API). Your AI can work on listings, inventory, orders, pricing, fulfillment and reports, while your team makes the calls that matter. Choose [Managed MCP](/managed-mcp/), which Kuudo hosts and operates, or run it in your own [Private Cloud](/features/cloud-platforms/). [Explore the private beta](/contact/) [Read the docs](/docs/) mcp · sp-api · 341 operations catalog-items catalog listings-items listings orders orders pricing pricing\_ fba-inbound fba- region: NA · EU · APAC auth: seller-scoped · LWA 341 operations · 40+ Selling Partner APIs · every marketplace, operated by your AI What your agents can do ## Every Seller Central operation, mapped to a tool your AI can call. Complete coverage: 341 Selling Partner API operations across more than 40 services, every one mapped to a tool your AI can call. From catalog to fulfillment to finances, whatever your operation needs done on Amazon, your agents handle it directly. catalog\* MCP tools catalog-items ### Catalog Items Your AI pulls product, ASIN, and product-type data on demand — catalog lookup at agent speed across every marketplace. listings\* MCP tools listings-items ### Listings & Restrictions Create, update, and patch listings through your AI, with listing restrictions checked first — full attribute control, nobody in Seller Central. orders\* MCP tools orders ### Orders Your AI retrieves orders, confirms shipments, and pulls buyer info — order ops handled in one workflow. pricing\_\* MCP tools pricing ### Pricing & Fees Buy Box state, competitive pricing, and fee estimates through your AI — repricers that act in seconds, not hours. fba-\* MCP tools fba-inbound ### FBA Inbound & Inventory Send-to-Amazon plans, FBA inventory, and inbound eligibility run by your AI — stock lands where it should and stays accurate. fulfillment-outbound\* MCP tools mcf ### Multi-Channel Fulfillment Fulfill your off-Amazon orders from FBA stock — your AI creates and tracks MCF fulfillments end to end. external-fulfillment-\* MCP tools external-fulfillment ### External Fulfillment External and store fulfillment inventory, shipments, returns, and supply sources — your AI keeps every node in sync. AWD\_\* MCP tools awd ### Amazon Warehousing (AWD) AWD inbound shipments and bulk distribution managed by your AI — upstream inventory flows without the manual steps. shipping\* MCP tools shipping ### Shipping & Buy Shipping Buy Shipping rates, labels, Easy Ship, Merchant Fulfillment, and legacy carrier workflows handled by your AI — every shipment moves on time. feeds\_\* MCP tools feeds ### Feeds Bulk price, inventory, and listings feeds submitted by your AI — feed failures caught before they cost a sale. reports\_\* MCP tools reports ### Reports Request, retrieve, and manage every report through your AI — yesterday's sales on today's dashboard. dk\_\* MCP tools data-kiosk ### Data Kiosk Run Data Kiosk analytics queries through your AI — the waiting and polling handled for you, results the same day. sales\_\* MCP tools sales ### Sales Analytics Order-metrics and sales trends pulled by your AI — performance reads without exporting a single report. finance\* MCP tools finances ### Finances & Disbursements Settlement data, financial events, fee breakdowns, and transfers pulled by your AI — reconciliation without the spreadsheet. seller-wallet\_\* MCP tools seller-wallet ### Seller Wallet Balances, payouts, and currency transfers run by your AI — treasury moves without logging into the portal. invoices\_\* MCP tools invoices ### Tax & Invoices VAT and shipment invoices generated and filed by your AI — tax artifacts handled per marketplace, audit-clean. aplus\_\* MCP tools aplus-content ### A+ Content Create and publish A+ brand content modules through your AI — richer detail pages without the manual builder. messaging\_\* MCP tools messaging ### Messaging & Notifications Buyer messages sent by your AI and order events delivered to your queue — each message type checked against what the order allows before it goes out. feedback\_\* MCP tools customer-feedback ### Customer Feedback & Reviews Solicit reviews and read customer feedback through your AI — the right ask at the right time, within policy. replenishment\_\* MCP tools replenishment ### Subscribe & Save Replenishment program offers and performance managed by your AI — recurring revenue tuned without the console. Selling Partner API services covered — 341 operations across 40+ services Catalog Items Catalog Items 2020-12-01 Catalog Items v0 Listings Items Listings Items 2020-09-01 Listings Restrictions Product Type Definitions A+ Content Orders Orders v2 Sales Promotions Easy Ship Shipping Buy Shipping Shipping (legacy) Merchant Fulfillment Shipment Invoicing Tracking 2026-01-30 FBA Inventory FBA Inbound (Send to Amazon) FBA Inbound v0 FBA Inbound Eligibility Multi-Channel Fulfillment Multi-Channel Fulfillment 2026-07-04 External Fulfillment External Fulfillment Location 2026-07-30 Supply Sources AWD Delivery by Amazon Replenishment Reports Data Kiosk Finances Finances v0 Finance Remittance 2026-03-17 Finances Invoices 2026-06-25 Transfers Seller Wallet Invoices Feeds Uploads Sellers Application Management App Integrations Tokens Messaging Solicitations Customer Feedback Notifications Services Support 2025-02-01 Vehicles Product Fees Product Pricing Product Pricing 2022-05-01 Repository and registry [github.com/KuudoAI/amazon-selling-partner-mcp](https://github.com/KuudoAI/amazon-selling-partner-mcp) [MCP Registry: io.github.KuudoAI/amazon-selling-partner-mcp](https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.KuudoAI%2Famazon-selling-partner-mcp&version=latest) / context budget ## Amazon's tool definitions total 3,794 tokens. Kuudo's total 478. A smaller entry point leaves more context for the task. These totals measure each connector's full entry-point definitions. Clients such as Claude can load those definitions on demand, so the total is not necessarily paid at connection. [How it was measured](#sp-context-budget-method). Full entry-point definitions Amazon's official SP connector 8 tools Largest definition: 1,127 tokens 3,794tokens 11.86% of a 32k window 1.9% of a 200k window Kuudo Selling Partner MCP 3 tools Largest definition: 192 tokens 478tokens 1.49% of a 32k window 0.24% of a 200k window Each cell is 32 tokens. Every tool is drawn at its measured size, largest first. 87.4% smaller entry-point definition footprint Kuudo searches a prepared catalog locally, then loads the operation detail your agent needs. The catalog can grow without loading every operation into the conversation. Measurement method and scope Measured 2026-10-22 with cl100k\_base. Counts include name, description and input schema, serialized as compact sorted JSON. They exclude conversation history, server instructions and protocol wrappers. Amazon's definitions were transcribed from Claude's view, with its client-added name prefix removed. The platform may transform text. Kuudo's definitions were captured directly from its authenticated MCP endpoint. Both connectors expose operation discovery. Claude also deferred Amazon's entry-point definitions in the measured session. This comparison measures their full definition footprint, not actual opening-context usage or billed tokens. Measured 2026-10-22 · cl100k\_base / schema size ## 47 matched schemas. 48.1% fewer tokens with Kuudo. Across 47 matched operations, Amazon's full definitions total 37,817 tokens; Kuudo's total 19,637. Both sides include the tool name, description and full input schema. These are the combined sizes of the measured set, loaded only when requested. [How it was measured](#sp-schema-budget-method). Full definitions · 47 matched operations Amazon's official SP connector 47 schemas Largest definition: 1,629 tokens 37,817tokens 18.91% of a 200k window 3.78% of a 1M window Kuudo Selling Partner MCP 47 schemas Largest definition: 1,576 tokens 19,637tokens 9.82% of a 200k window 1.96% of a 1M window Each cell is 200 tokens. Every tool is drawn at its measured size, largest first. 48.1% fewer tokens across the matched full definitions Kuudo returns a compact parameter summary by default. The full input schema is available when your agent needs more detail. The comparison above uses the full definitions on both sides. Measurement method and scope Measured 2026-10-22 with cl100k\_base, using the same fields and serialization as the entry-point comparison. Each operation is counted separately. The totals are not a typical task or session cost. The matched operations share their operation-name suffixes, top-level business parameter names and required business parameters. Amazon adds entityId and toolVersion. Nested constraints and execution equivalence were not tested; shorter descriptions and different schema detail contribute to the totals. Amazon's schema results were transcribed from Claude's view; Kuudo's full schemas were captured directly. The two analytics metric tools and monthEndClosing had no exact match and were excluded. No seller operations were executed. Measured 2026-10-22 · cl100k\_base Regions & markets ## Twenty-two Amazon marketplaces. One conversation. Fix a suppressed listing across all 16 EU markets in one prompt. Compare FBA inventory in Japan and the US side by side. Switch markets without switching tools. Regions & markets Every Amazon marketplace where you sell — connected at once 22 markets - 3 regions North America 4 * 🇨🇦Canada * 🇺🇸United States * 🇲🇽Mexico * 🇧🇷Brazil Asia-Pacific 2 * 🇦🇺Australia * 🇯🇵Japan Europe (EU region) 16 * 🇮🇪Ireland * 🇪🇸Spain * 🇬🇧United Kingdom * 🇫🇷France * 🇧🇪Belgium * 🇳🇱Netherlands * 🇩🇪Germany * 🇮🇹Italy * 🇸🇪Sweden * 🇿🇦South Africa * 🇵🇱Poland * 🇪🇬Egypt * 🇸🇦Saudi Arabia * 🇹🇷Turkey * 🇦🇪U.A.E. * 🇮🇳India Global footprint Every Amazon marketplace has its own quirks — different permissions, different regions, different rules. Kuudo handles the wiring so your chat just asks the right one. Where it fits ## Built for the sellers, brands, agencies, and software builders running Amazon as a seller. ### AI agents for seller operations Your team asks Claude or ChatGPT to acknowledge orders, list new SKUs, pull yesterday's sales, or send a message to a buyer — without anyone opening Seller Central. ### Multi-account agency desks One place for every seller account — the right marketplace every time, each account's access kept to itself, and the same workflow across every brand your agency manages. ### Software builders shipping seller tools Repricers, listing optimizers, replenishment apps, accounting integrations — every team building on SP-API starts ahead with one typed MCP instead of a custom client per service. ### Real-time analytics for sellers and category teams Build sales, traffic, inventory, and pricing dashboards on Data Kiosk and Sales Analytics — the same MCP your agents use in production. Coverage ## One server. Wired into chat, code, workflow, and IDE. Conversational - End-user top SP campaigns last 7d? mcp - ads - query\_campaigns chatgpt - claude - gemini ![ChatGPT logo](/assets/images/chat/chatgpt.svg) ![Claude logo](/assets/images/chat/claude-color.svg) ![Claude Desktop logo](/assets/images/chat/claude-color.svg) ![Gemini logo](/assets/images/chat/gemini-color.svg) ![Perplexity logo](/assets/images/chat/perplexity-color.svg) ### Chat assistants Connect Kuudo as an MCP server inside the chat your team already uses. Ask for campaigns, listings, or reports in plain language. Answers come back grounded in live Amazon data. [ChatGPT OpenAI](/docs/quick-start/chatgpt/) [Claude Anthropic](/docs/quick-start/claude-ai/) [Claude Desktop Native MCP](/docs/quick-start/claude-ai/) Gemini Google [Perplexity Answer engine](/docs/quick-start/perplexity/) Autonomous - Long-running planok list\_campaigns42 pause\_underperformers7 report\-> ![OpenCode logo](/assets/images/code/opencode-light.svg) ![OpenCode logo](/assets/images/code/opencode-dark.svg) ![Hermes logo](/assets/images/workflow/hermesagent-light.svg) ![Hermes logo](/assets/images/workflow/hermesagent-dark.svg) ![Goose logo](/assets/images/workflow/goose-light.svg) ![Goose logo](/assets/images/workflow/goose-dark.svg) ![Continue logo](/assets/images/ai/mcp-light.svg) ![Continue logo](/assets/images/ai/mcp-dark.svg) ![OpenClaw logo](/assets/images/workflow/openclaw-color.svg) ![NanoClaw logo](/assets/images/workflow/nanoclaw.svg) ### Agentic task runners Run multi-step goals against Amazon's APIs. Lean, efficient tools keep agents moving, so they finish the job instead of running out of room. OpenCode Open-source [Hermes Agent runtime](/docs/quick-start/hermes/) Goose Block Continue OSS [OpenClaw Agent runtime](/docs/quick-start/openclaw/) [NanoClaw Containerized agent](/docs/quick-start/nanoclaw/) Triggers - Scheduled jobs trigger cron - 1h \-> mcp Kuudo.ads n8n make ap agent ![n8n logo](/assets/images/workflow/n8n.svg) ![Activepieces logo](/assets/images/workflow/activepieces.svg) ![Make logo](/assets/images/workflow/make-color.svg) ![OpenAI Agent Builder logo](/assets/images/ai/openai-light.svg) ![OpenAI Agent Builder logo](/assets/images/ai/openai-dark.svg) ### Workflow and automation Drop Kuudo tools into the visual workflow builder you already operate. Trigger campaign updates, listing fixes, and report exports on a schedule or from any upstream event. [n8n Self-host](/docs/quick-start/n8n/) [Activepieces OSS](/docs/quick-start/activepieces/) Make iPaaS OpenAI Agent Builder Hosted IDE - Terminal $ claude mcp add Kuudo connected - 21 tools $ cursor @Kuudo list\_orders cursor - codex - claude code - antigravity ![Claude Code logo](/assets/images/code/claudecode-color.svg) ![Codex logo](/assets/images/code/codex-color.svg) ![Cursor logo](/assets/images/code/cursor-light.svg) ![Cursor logo](/assets/images/code/cursor-dark.svg) ![Antigravity logo](/assets/images/code/antigravity-color.svg) ![Lovable logo](/assets/images/code/lovable-color.svg) ### Coding and dev environments Wire Amazon data into the loop your engineers already use. Build dashboards, debug listings, and prototype agents without leaving the editor. [Claude Code Anthropic](/docs/quick-start/claude-code-mcp/) [Codex OpenAI](/docs/quick-start/codex/) [Cursor IDE](/docs/quick-start/cursor/) [Antigravity Google](/docs/quick-start/antigravity/) [Lovable App builder](/docs/quick-start/lovable/) Choose your deployment ## The same Kuudo. Your choice of deployment. Your AI, your knowledge, your rules. Choose Managed MCP for velocity or Private Cloud for infrastructure control. Start with either and move between them. ### Managed MCP Kuudo operates the MCP services. Connect your accounts and use the AI client your team already works in. [Explore Managed MCP →](/managed-mcp/) [Set up Amazon Selling Partner MCP](/docs/managed-mcp/selling-partner/) ### Private Cloud Run Kuudo in your own cloud account, with control of the infrastructure. Agent Flow adds pipelines and a lake in your storage. [Explore Private Cloud →](/features/cloud-platforms/) [Choose or change your deployment](/docs/deployment-choice/) ### Connect it in three steps 1. 1Choose Managed MCP or Private Cloud above. Obtain the service URL and authentication details for that connection, and authorize the Amazon account you want to use. 2. 2Add the service to your client with its connection details: as a custom MCP server in ChatGPT, a custom connector in Claude, or with `claude mcp add` in Claude Code. Follow the setup guide for your deployment and client. 3. 3Ask a read-only question about the accounts or marketplaces you can reach. Name the account and marketplace before asking the AI to work. Start with [Managed MCP setup](/docs/managed-mcp/) or your Private Cloud connection details, then follow your client's connection reference: [ChatGPT](/docs/quick-start/how-to-connect-amazon-seller-central-to-chatgpt/), [Claude](/docs/quick-start/how-to-connect-amazon-seller-central-to-claude/) and [Claude Code](/docs/quick-start/claude-code-mcp/). Guides ## Playbooks built on this surface Real operator workflows, grounded in Amazon Agent Atlas, that run through this product. [ Seller · Listings 8 min ### Analyze Amazon SQP with ChatGPT or Claude Analyze Amazon Search Query Performance with ChatGPT or Claude: supply a report, compare ASIN search shares, and decide what to investigate. ](/guides/amazon-sqp-chatgpt-claude/)[ Vendor Central · Retail Analytics 6 min ### Amazon Vendor Central Catalog: Find Data Gaps Audit the Amazon Vendor Central catalog for missing ASINs and attribute mismatches, then route each finding to the right correction or suppo... ](/guides/vendor-ara-catalog-quality/)[ Seller · Brand 12 min ### What Is Amazon A+ Content? Types, Rules and Setup Amazon A+ content adds images, text and comparison charts to a detail page. See the three types, who can use it, the content rules and how r... ](/guides/amazon-a-plus-content/)[ Vendor Central · Operations 7 min ### Amazon Shortage Claims: Reconcile and Dispute Reconcile Amazon shortage claims against invoice, PO, shipment and receipt records, then prepare the evidence for a Vendor Central dispute. ](/guides/amazon-shortage-claims/)[ Vendor Central · Operations 8 min ### Amazon Direct Fulfillment: From Order to Shipment Amazon Direct Fulfillment sends a vendor order straight to the customer. Follow the order, inventory, shipment and exception checks that kee... ](/guides/amazon-direct-fulfillment/)[ Seller · Listings 9 min ### Amazon Settlement Report: Reconcile Seller Payouts Download and read an Amazon settlement report, reconcile fees and refunds to your seller payout, and separate deferred transactions from mis... ](/guides/amazon-settlement-report/)[ Vendor Central · Operations 12 min ### Amazon Vendor Central EDI: Set It Up or Use the API Amazon Vendor Central EDI is optional: the Selling Partner API also handles purchase orders, ASNs and invoices. See which route fits each pr... ](/guides/amazon-vendor-central-edi/)[ Seller · FBA 9 min ### Amazon FBA Restock: Check the Arrival Gap Check Amazon FBA restock timing against stock, demand and inbound dates. Plan for receiving delays and leave an inventory handoff before vac... ](/guides/amazon-fba-restock/)[ Seller · Listings 7 min ### Amazon Style Keywords: Choose the Right Field Amazon style keywords describe category-specific styles. Compare them with search terms, check valid values, and review the right field befo... ](/guides/amazon-style-keywords/)[ Vendor Central · Retail Analytics 9 min ### Amazon Retail Analytics API: ARA to Your Warehouse Use the Amazon Retail Analytics API to load ARA sales, inventory, traffic, forecast and Net PPM reports into a warehouse that matches Vendor... ](/guides/vendor-retail-analytics-api-warehouse/)[ Vendor Central · Operations 8 min ### How to Prevent Amazon Vendor Chargebacks Amazon vendor chargebacks follow published clocks and thresholds. Check each purchase order decision against them before you submit, not aft... ](/guides/vendor-operational-performance-chargebacks/)[ Seller · Brand 9 min ### How to Report Counterfeit Products on Amazon How to report counterfeit products on Amazon: file through Brand Registry as a Rights Owner, verify each ASIN first, and stay out of the tes... ](/guides/seller-brand-ip-violation-reporting/)[ Seller · Listings 6 min ### Amazon Buy Box Win Rate: What Actually Moves It Your Amazon Buy Box win rate turns on five Featured Offer factors: price, delivery, free shipping, free returns, seller performance. Reviews... ](/guides/seller-buy-box-win-rate-optimization/)[ Vendor Central · Operations 11 min ### Vendor Central vs Seller Central for Hybrid Brands Vendor Central vs Seller Central: in Vendor Central you sell to Amazon at a cost price it approves; in Seller Central you sell to customers... ](/guides/vendor-central-vs-seller-central/)[ Seller · Listings 18 min ### Amazon Listing Hijack: Four Kinds, Four Remedies Amazon listing hijack, defined: another seller's offer, a rewritten page, injected copy, or a lost Featured Offer, with the remedy and role... ](/guides/amazon-listing-hijack/)[ Seller · Listings 13 min ### Amazon Listing Optimization: What to Fix First The order for Amazon listing optimization: a 75-character title, main image rules and search terms at less than 250 bytes first, then attrib... ](/guides/amazon-listing-optimization/)[ Seller · FBA 8 min ### Amazon FBA Reserved Inventory: The 3 Real Reasons Amazon FBA reserved inventory has three reasons. See which holds clear on their own, which need action, and when a full-ASIN reserve may sig... ](/guides/seller-fba-reserved-inventory/)[ Vendor Central · Retail Analytics 11 min ### Amazon Glance Views and Conversion Rate Explained Read Amazon glance views and conversion rate beside matching sales and inventory reports to separate traffic, units per view, and availabili... ](/guides/vendor-ara-traffic-dashboard/)[ Vendor Central · Retail Analytics 12 min ### Amazon P70 Forecast: Build a Vendor Production Plan Use an Amazon P70 forecast within an explicit forecast policy. Align weekly demand to production lead time, then net stock and committed sup... ](/guides/vendor-ara-demand-forecast/)[ Vendor Central · Retail Analytics 19 min ### Amazon Vendor Inventory Health: Rank by Cost Rank Amazon vendor inventory health by unhealthy inventory cost, then aged sellable stock, with the ARA report's condition and view kept exp... ](/guides/vendor-ara-inventory-health/)[ Vendor Central · Retail Analytics 12 min ### Amazon Retail Analytics Sales: Compare Views Reconcile Amazon Retail Analytics sales by view and reporting clock. Compare ordered and shipped revenue, returns, and the matching SP-API r... ](/guides/vendor-ara-sales-dashboard/)[ Vendor Central · Operations 9 min ### Amazon A+ Content Rejected: Triage the Cause Amazon A+ content rejected? Sort listing, asset, eligibility, and no-fix conditions across affected ASINs before repairing and resubmitting... ](/guides/vendor-aplus-error-resolution/)[ Vendor Central · Operations 12 min ### Amazon A+ Content Automation: Preflight and Patch Use Amazon A+ content automation to scan documents and applied ASINs, check listing data and assets, patch failures, and hold submissions fo... ](/guides/vendor-aplus-content-automation/)[ Vendor Central · Operations 12 min ### Automate Amazon Vendor Listing Quality Checks Audit Amazon vendor listing quality across a catalog: prioritize ASINs, resolve product type schemas, and propose validated writes for polic... ](/guides/vendor-listing-quality-automation/)[ Vendor Central · Operations 10 min ### Fix an Amazon A+ Content ASIN Error Before Writing Diagnose an Amazon A+ content ASIN error through the barcode, brand string, and product type before writing modules or starting another revi... ](/guides/vendor-catalog-data-preflight/)[ Seller · FBA 10 min ### Amazon Reimbursement Audit: Check FBA Claims Run an Amazon reimbursement audit: sort FBA losses by claim type, check windows and eligibility, value each claim, and prepare the list for... ](/guides/seller-fba-reimbursement-audit/)[ Vendor Central · Retail Analytics 10 min ### Amazon Retail Analytics Metrics and Report Types Read Amazon Retail Analytics metrics by dashboard and SP-API report: Sourceable Product OOS, ROOS, glance views, conversion, sales, and fore... ](/guides/vendor-ara-reports-metric-glossary/)[ Seller · Listings 7 min ### Amazon Listing Suppressed: Diagnose the Cause Amazon listing suppressed or stranded? Read live buyability, discovery status, suppression reasons, and FBA evidence before applying a reaso... ](/guides/seller-listing-suppression-diagnosis/)[ Seller · Listings 8 min ### Amazon Buy Box Eligibility: Recover the Offer Amazon Buy Box eligibility changed in September 2026. Diagnose a missing Featured Offer through price health, stock, shipping, and competing... ](/guides/seller-buy-box-eligibility-recovery/)[ Seller · FBA 11 min ### Amazon FBA Inventory Health: Capacity and Fees Check Amazon FBA inventory health across capacity, IPI, monthly storage, aged stock, and low-inventory fees instead of relying on one score. ](/guides/seller-fba-inventory-health-post-2024/)[ Vendor Central · Operations 12 min ### Amazon Net PPM Analysis: Find ASIN Margin Leakage Use Amazon Net PPM analysis to rank ASIN margin deterioration and separate cost, funding, and discount pressure where the report exposes tho... ](/guides/vendor-net-ppm-margin-leakage/)[ Seller · Brand 10 min ### Amazon Trademark Already Enrolled: Request Access Resolve the Amazon trademark already enrolled error: ask the brand's Administrator to add you, or continue the application and share contact... ](/guides/seller-brand-registry-trademark-conflict/)[ Vendor Central · Operations 9 min ### Dispute Amazon PO On-Time Accuracy Chargebacks Build an Amazon PO on-time accuracy chargeback dispute with matching PO or carrier evidence, the correct filing route, and the 30-day deadli... ](/guides/vendor-po-chargeback-disputes/)[ Seller · Listings 9 min ### How to Create Amazon Listing Images From Photos How to create Amazon listing images from real photos: preserve product facts, check variants, review batches, and approve images before subm... ](/guides/seller-listing-image-regeneration-seeded/)[ Seller · Listings 10 min ### Amazon FBM Order Reports vs the All Orders Report Choose Amazon FBM order reports for shipping data, or All Orders reports for tracking and reconciliation. Know which report carries buyer de... ](/guides/seller-fbm-orders-reports/)[ Seller · Listings 10 min ### Amazon Listing Audit Checklist: Preview Every Patch Use an Amazon listing audit checklist on live data: read attributes, check Amazon's rules, preview the patch, and submit only after confirma... ](/guides/seller-listing-agentic-audit-to-patch/) [Vendor Central Operations Guides](/guides/vendor-ops/) [Amazon Retail Analytics Guides](/guides/vendor-analytics/) [Seller Brand Registry Guides](/guides/seller-brand/) [FBA Operations & Cost-Control Guides](/guides/seller-fba/) [Seller Listing & Offer Health Guides](/guides/seller-listings/) Compare ## How it compares with other Amazon MCP servers Sourced, dated comparisons. Each competitor cell links to the page it was checked against. [ ### Amazon Seller Central MCP Servers Compared Compare Amazon Seller Central MCP servers, including Amazon's plugin, on listings, orders, pricing, FBA, finances, write controls and full S... ](/compare/amazon-seller-central-mcp-servers/)[ ### agentcentral (Agent Central) vs Kuudo for Amazon MCP Compare agentcentral Agent Central vs Kuudo on Amazon Ads, seller APIs, AMC queries and Vendor Central coverage, plus hosting, write control... ](/compare/kuudo-vs-agentcentral/) Frequently asked questions [Read the Amazon Selling Partner API (SP-API) tools reference](/docs/mcp-reference/amazon-sp-tools/) ## Common questions. What is the Amazon Selling Partner API (SP-API)? + The Selling Partner API (SP-API) is Amazon's REST API for sellers and vendors, the replacement for Marketplace Web Service (MWS). It covers orders, listings, catalog, pricing, fulfillment, reports and more, authorized with Login with Amazon. The Amazon Selling Partner MCP exposes its operations as tools your AI client can call, and the SP-API tools reference lists every one. What Seller Central work can agents take over? + Order management, from acknowledgements to shipment confirmations, plus listing fixes, repricing, reimbursement reconciliation, and buyer messages, along with catalog lookups, inventory, fees, feeds, and reporting. How do I connect Seller Central data to ChatGPT or Claude? + Connect the Amazon Selling Partner MCP to the client you already use. Choose Managed MCP, operated by Kuudo, or Private Cloud in your own cloud account. For Managed MCP, request access and use the connection URL and authentication method supplied during onboarding. For Private Cloud, use the connection details from your deployment and follow the quick start for ChatGPT, Claude, Claude Code, Cursor or your other MCP client. Your AI can then read orders, inventory, listings and reports from the Selling Partner API instead of a pasted export. Can one AI manage Seller Central inventory and Amazon Ads together? + Yes. The Selling Partner MCP covers inventory, orders and listings, and the Amazon Ads MCP covers campaigns, bids and budgets. Connected to the same client, your AI can check stock before it proposes a bid increase, and Agent Flow lands both in one lake for questions across long date ranges. Will an agent break my listings? + Listing restrictions are checked before a change is submitted, so a patch that Amazon would reject is caught first rather than after it goes live. How can I let an AI agent read my Seller Central account and fix listings, but approve every change before it goes live? + Connect the Amazon Selling Partner MCP to your AI client and run the Audit and Improve an Amazon Listing Skill. The agent reads the listing, catalog data and restrictions, then previews each change field by field and waits for your explicit approval in chat before it submits anything. It never auto-submits, even for an obvious fix, and a patch Amazon would reject is caught before it is sent. Which marketplaces does it cover? + Every marketplace your seller account reaches, across North America, Europe, and Asia-Pacific. Access is seller-scoped and authenticated with Login with Amazon. Who is this built for? + Sellers and brands running their own accounts, agencies operating many accounts, and software teams building products on top of the Selling Partner API, who skip writing their own Seller Central API integration. Which Seller Central API tools work for agencies managing multiple seller accounts? + The Amazon Selling Partner MCP is built for agencies operating many accounts as well as for sellers and brands. Kuudo Pro includes up to 25 seats across 5 organizations and Scale up to 50 across 10, and Agent Flow runs hundreds of brand or client accounts from a single deployment, so one AI client works across every seller account you manage. Can agents write, or only read? + Both, within the scope of the credentials you grant. Reads are the safe place to start, and write operations stay bounded by seller-scoped auth and the approval gates in the packaged Skills. The bottom line ## Your AI runs Seller Central. You still run the business. It reprices the slow SKU, restocks the bestseller, fixes the suppressed listing, ships the order, messages the buyer — across every marketplace, around the clock. You set the limits and make the calls that matter. Sellers stop hiring for busywork. Agencies take on more accounts without the late nights. Builders skip months of API plumbing. [Explore the private beta](/contact/) [How Kuudo is built for production](/features/) [See Amazon Agent Atlas](/features/agent-atlas/) [MCP overview](/features/mcp/) [Security & auth docs](/docs/)